“…A number of recent DSGE studies have imposed more structure on the supply side of the crude oil market, often focusing on models of imperfect competition (see, for example, Nakov and Pescatori, 2010a, b;Balke, Brown, and Yu¨cel, 2010;Nakov and Nun˜o, 2011). Finding direct empirical evidence in favor of such models is difficult, given the paucity of relevant data (see, for example, Smith, 2005;Almoguera, Douglas, and Herrera, 2011). Although it is not difficult to design elaborate models of endogenous oil production decisions, without reliable data on reserves, exploration, drilling, and other investment activities that could be used to pin down the parameters of this process, it is difficult to estimate the parameters of such models reliably.…”